ArcFace [1]} is Additive Angular Margin loss function, a new loss function for face recognition designed to improve the discriminative power of the learnt feature embeddings. The proposed loss function aims to optimise the geodesic distance margin by considering the correspondence between the angle and arc in the normalised hypersphere. We used a model pretrained on LFW dataset to extract embeddings of 512-dimension from face images.
